A moment-matching metric for latent variable generative models.
Cédric BeaulacPublished in: CoRR (2021)
Keyphrases
- generative model
- latent variables
- probabilistic model
- topic models
- prior knowledge
- hidden variables
- discriminative methods
- latent structure
- mixture model
- latent variable models
- bayesian framework
- discriminative learning
- random variables
- hierarchical model
- discriminative models
- gaussian process
- conditional random fields
- bayesian inference
- graphical models
- em algorithm
- object categories
- semi supervised
- latent space
- hierarchical hidden markov models
- language model
- training data
- machine learning
- markov networks
- language modeling
- structured prediction
- image matching
- expectation maximization
- generative and discriminative models
- data sets
- probability distribution